Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	30000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.3 MiB
Average record size in memory	184.0 B

Variable types

Numeric	22
Categorical	1

Alerts

`cent_f` is highly overall correlated with `max_t` and 9 other fields	High correlation
`entropy_t` is highly overall correlated with `kurt_t` and 1 other fields	High correlation
`kurt_f` is highly overall correlated with `skew_f`	High correlation
`kurt_t` is highly overall correlated with `entropy_t`	High correlation
`max_f` is highly overall correlated with `max_t` and 4 other fields	High correlation
`max_t` is highly overall correlated with `cent_f` and 8 other fields	High correlation
`mean_f` is highly overall correlated with `cent_f` and 9 other fields	High correlation
`med_f` is highly overall correlated with `cent_f` and 9 other fields	High correlation
`min_f` is highly overall correlated with `cent_f` and 5 other fields	High correlation
`min_t` is highly overall correlated with `cent_f` and 9 other fields	High correlation
`q25_f` is highly overall correlated with `cent_f` and 9 other fields	High correlation
`q25_t` is highly overall correlated with `q75_t`	High correlation
`q75_f` is highly overall correlated with `cent_f` and 8 other fields	High correlation
`q75_t` is highly overall correlated with `entropy_t` and 1 other fields	High correlation
`sfm_f` is highly overall correlated with `cent_f` and 2 other fields	High correlation
`skew_f` is highly overall correlated with `kurt_f`	High correlation
`std_f` is highly overall correlated with `cent_f` and 8 other fields	High correlation
`std_t` is highly overall correlated with `cent_f` and 8 other fields	High correlation
`med_t` is highly skewed (γ1 = 44.96416498)	Skewed
`kurt_t` is highly skewed (γ1 = 33.54174112)	Skewed
`min_f` has unique values	Unique
`q25_f` has unique values	Unique
`q75_f` has unique values	Unique
`skew_t` has unique values	Unique
`med_t` has 29840 (99.5%) zeros	Zeros
`q25_t` has 2841 (9.5%) zeros	Zeros
`q75_t` has 3027 (10.1%) zeros	Zeros
`zeroxrate_t` has 18326 (61.1%) zeros	Zeros

Reproduction

Analysis started	2025-05-24 15:15:16.261034
Analysis finished	2025-05-24 15:16:34.477579
Duration	1 minute and 18.22 seconds
Software version	ydata-profiling vv4.14.0
Download configuration	config.json

mean_f
Real number (ℝ)

High correlation

Distinct	29998
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3856.1374

Minimum	433.22819
Maximum	62608.475
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	433.22819
5-th percentile	1241.3756
Q1	2023.0961
median	2934.3807
Q3	4384.2575
95-th percentile	8258.3762
Maximum	62608.475
Range	62175.247
Interquartile range (IQR)	2361.1614

Descriptive statistics

Standard deviation	4091.4452
Coefficient of variation (CV)	1.0610216
Kurtosis	53.581421
Mean	3856.1374
Median Absolute Deviation (MAD)	1073.7173
Skewness	6.2725649
Sum	1.1568412 × 10⁸
Variance	16739924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2322.402214	2	< 0.1%
2624.284622	2	< 0.1%
1403.061693	1	< 0.1%
2540.03287	1	< 0.1%
1429.615621	1	< 0.1%
1491.289787	1	< 0.1%
3386.901799	1	< 0.1%
1688.562099	1	< 0.1%
3041.959437	1	< 0.1%
2163.543115	1	< 0.1%
Other values (29988)	29988	> 99.9%

Value	Count	Frequency (%)
433.2281885	1	< 0.1%
441.1790965	1	< 0.1%
464.6081987	1	< 0.1%
475.9901836	1	< 0.1%
502.3246657	1	< 0.1%
517.012679	1	< 0.1%
521.644061	1	< 0.1%
531.6289105	1	< 0.1%
555.0174049	1	< 0.1%
557.6097725	1	< 0.1%

Value	Count	Frequency (%)
62608.47538	1	< 0.1%
61793.6137	1	< 0.1%
61224.52636	1	< 0.1%
59562.3337	1	< 0.1%
58102.98785	1	< 0.1%
57460.96931	1	< 0.1%
55849.99995	1	< 0.1%
55570.48221	1	< 0.1%
55475.09036	1	< 0.1%
55354.91141	1	< 0.1%

std_f
Real number (ℝ)

High correlation

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8762.2649

Minimum	1009.7439
Maximum	113812.52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	1009.7439
5-th percentile	3085.4162
Q1	5156.6127
median	7058.853
Q3	9988.6545
95-th percentile	17528.962
Maximum	113812.52
Range	112802.78
Interquartile range (IQR)	4832.0417

Descriptive statistics

Standard deviation	7808.4199
Coefficient of variation (CV)	0.89114173
Kurtosis	41.591993
Mean	8762.2649
Median Absolute Deviation (MAD)	2267.1733
Skewness	5.5466421
Sum	2.6286795 × 10⁸
Variance	60971422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8526.149381	2	< 0.1%
7571.730318	2	< 0.1%
6993.736855	2	< 0.1%
6045.629169	1	< 0.1%
6941.526977	1	< 0.1%
5718.906283	1	< 0.1%
5944.035663	1	< 0.1%
6351.661449	1	< 0.1%
5219.128302	1	< 0.1%
9058.606634	1	< 0.1%
Other values (29987)	29987	> 99.9%

Value	Count	Frequency (%)
1009.743935	1	< 0.1%
1025.769457	1	< 0.1%
1037.748752	1	< 0.1%
1038.963355	1	< 0.1%
1065.195042	1	< 0.1%
1090.356916	1	< 0.1%
1102.534216	1	< 0.1%
1172.080268	1	< 0.1%
1200.861829	1	< 0.1%
1210.850423	1	< 0.1%

Value	Count	Frequency (%)
113812.5214	1	< 0.1%
108485.5897	1	< 0.1%
108087.3234	1	< 0.1%
104897.6324	1	< 0.1%
101682.0522	1	< 0.1%
98582.57302	1	< 0.1%
96879.37052	1	< 0.1%
94662.18795	1	< 0.1%
94591.00379	1	< 0.1%
93692.75406	1	< 0.1%

med_f
Real number (ℝ)

High correlation

Distinct	29999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1402.2969

Minimum	92.320484
Maximum	34544.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	92.320484
5-th percentile	328.68748
Q1	606.49622
median	962.30987
Q3	1611.6656
95-th percentile	3625.2402
Maximum	34544.89
Range	34452.57
Interquartile range (IQR)	1005.1694

Descriptive statistics

Standard deviation	1659.8225
Coefficient of variation (CV)	1.1836455
Kurtosis	52.639683
Mean	1402.2969
Median Absolute Deviation (MAD)	433.32885
Skewness	5.8220188
Sum	42068908
Variance	2755010.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
846.2177869	2	< 0.1%
466.7532375	1	< 0.1%
839.8349373	1	< 0.1%
450.6210796	1	< 0.1%
514.0108158	1	< 0.1%
825.0310867	1	< 0.1%
603.5135832	1	< 0.1%
1070.169037	1	< 0.1%
596.7096713	1	< 0.1%
1382.131857	1	< 0.1%
Other values (29989)	29989	> 99.9%

Value	Count	Frequency (%)
92.32048377	1	< 0.1%
102.4214797	1	< 0.1%
105.3609459	1	< 0.1%
113.705927	1	< 0.1%
114.2543224	1	< 0.1%
114.5914223	1	< 0.1%
115.6488476	1	< 0.1%
119.4393959	1	< 0.1%
121.7438614	1	< 0.1%
121.9317561	1	< 0.1%

Value	Count	Frequency (%)
34544.89004	1	< 0.1%
29820.74336	1	< 0.1%
26284.58815	1	< 0.1%
25083.24265	1	< 0.1%
24140.4897	1	< 0.1%
23827.32198	1	< 0.1%
23700.16886	1	< 0.1%
23663.07175	1	< 0.1%
23253.57545	1	< 0.1%
23136.79526	1	< 0.1%

min_f
Real number (ℝ)

High correlation Unique

Distinct	30000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.789462

Minimum	0.00037659984
Maximum	457.64637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.00037659984
5-th percentile	1.7275235
Q1	4.7084518
median	8.8089884
Q3	15.787229
95-th percentile	39.723337
Maximum	457.64637
Range	457.646
Interquartile range (IQR)	11.078777

Descriptive statistics

Standard deviation	19.453722
Coefficient of variation (CV)	1.4107673
Kurtosis	96.126638
Mean	13.789462
Median Absolute Deviation (MAD)	4.8894022
Skewness	7.3372133
Sum	413683.86
Variance	378.44731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.511981762	1	< 0.1%
6.222911894	1	< 0.1%
5.617924172	1	< 0.1%
7.120038685	1	< 0.1%
5.026440677	1	< 0.1%
1.451489636	1	< 0.1%
8.635001213	1	< 0.1%
5.131291865	1	< 0.1%
3.018180127	1	< 0.1%
1.685917723	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
0.0003765998408	1	< 0.1%
0.02541610133	1	< 0.1%
0.03029610333	1	< 0.1%
0.03860668163	1	< 0.1%
0.0417833738	1	< 0.1%
0.07152936841	1	< 0.1%
0.07636400186	1	< 0.1%
0.09521951065	1	< 0.1%
0.09674690192	1	< 0.1%
0.09863134509	1	< 0.1%

Value	Count	Frequency (%)
457.6463748	1	< 0.1%
452.4623935	1	< 0.1%
446.9006607	1	< 0.1%
441.0648448	1	< 0.1%
410.6763412	1	< 0.1%
401.4632307	1	< 0.1%
383.9753341	1	< 0.1%
380.6059598	1	< 0.1%
361.1138105	1	< 0.1%
345.876673	1	< 0.1%

max_f
Real number (ℝ)

High correlation

Distinct	29999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124213.48

Minimum	8826.357
Maximum	3288070.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	8826.357
5-th percentile	36791.155
Q1	65148.499
median	96028.382
Q3	142247.18
95-th percentile	292659.29
Maximum	3288070.8
Range	3279244.5
Interquartile range (IQR)	77098.677

Descriptive statistics

Standard deviation	119724.48
Coefficient of variation (CV)	0.96386062
Kurtosis	78.399752
Mean	124213.48
Median Absolute Deviation (MAD)	35884.762
Skewness	6.3364204
Sum	3.7264043 × 10⁹
Variance	1.4333951 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
130641.6901	2	< 0.1%
180088.7067	1	< 0.1%
90713.95936	1	< 0.1%
133251.6554	1	< 0.1%
163578.7686	1	< 0.1%
140975.0587	1	< 0.1%
81153.85747	1	< 0.1%
121153.253	1	< 0.1%
65776.38732	1	< 0.1%
101034.0954	1	< 0.1%
Other values (29989)	29989	> 99.9%

Value	Count	Frequency (%)
8826.356999	1	< 0.1%
10474.10096	1	< 0.1%
10608.38141	1	< 0.1%
10880.08505	1	< 0.1%
12217.72429	1	< 0.1%
12514.08572	1	< 0.1%
12586.88791	1	< 0.1%
12846.71946	1	< 0.1%
13610.55609	1	< 0.1%
13858.58093	1	< 0.1%

Value	Count	Frequency (%)
3288070.812	1	< 0.1%
2842292.388	1	< 0.1%
2808121.43	1	< 0.1%
2254338.083	1	< 0.1%
2104926.125	1	< 0.1%
2097701.662	1	< 0.1%
2037341.542	1	< 0.1%
2025156.036	1	< 0.1%
2009513.091	1	< 0.1%
1951721.361	1	< 0.1%

q25_f
Real number (ℝ)

High correlation Unique

Distinct	30000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	661.91758

Minimum	39.442956
Maximum	17185.077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	39.442956
5-th percentile	161.79016
Q1	302.03564
median	468.37658
Q3	758.93508
95-th percentile	1677.688
Maximum	17185.077
Range	17145.634
Interquartile range (IQR)	456.89944

Descriptive statistics

Standard deviation	730.79183
Coefficient of variation (CV)	1.1040526
Kurtosis	44.798023
Mean	661.91758
Median Absolute Deviation (MAD)	202.11958
Skewness	5.2937506
Sum	19857527
Variance	534056.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
242.018644	1	< 0.1%
223.8724246	1	< 0.1%
266.393688	1	< 0.1%
229.3823144	1	< 0.1%
269.0974396	1	< 0.1%
277.3115214	1	< 0.1%
257.5165949	1	< 0.1%
255.6115087	1	< 0.1%
281.4033432	1	< 0.1%
235.8182846	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
39.44295578	1	< 0.1%
53.99072575	1	< 0.1%
54.16555569	1	< 0.1%
55.24959574	1	< 0.1%
56.36010532	1	< 0.1%
57.29481364	1	< 0.1%
57.4673996	1	< 0.1%
57.55495677	1	< 0.1%
58.52200471	1	< 0.1%
60.06372725	1	< 0.1%

Value	Count	Frequency (%)
17185.07743	1	< 0.1%
10430.91877	1	< 0.1%
10291.32592	1	< 0.1%
10037.2116	1	< 0.1%
9994.93917	1	< 0.1%
9986.412087	1	< 0.1%
9948.218138	1	< 0.1%
9907.174493	1	< 0.1%
9848.753003	1	< 0.1%
9828.081943	1	< 0.1%

q75_f
Real number (ℝ)

High correlation Unique

Distinct	30000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3354.4644

Minimum	255.80201
Maximum	89130.982
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	255.80201
5-th percentile	783.85277
Q1	1414.3527
median	2257.7366
Q3	3767.456
95-th percentile	8498.251
Maximum	89130.982
Range	88875.18
Interquartile range (IQR)	2353.1033

Descriptive statistics

Standard deviation	4539.6152
Coefficient of variation (CV)	1.3533055
Kurtosis	83.658313
Mean	3354.4644
Median Absolute Deviation (MAD)	1025.9339
Skewness	7.5400589
Sum	1.0063393 × 10⁸
Variance	20608106
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1055.836505	1	< 0.1%
898.9614417	1	< 0.1%
917.3810103	1	< 0.1%
925.866255	1	< 0.1%
1009.525609	1	< 0.1%
1141.96898	1	< 0.1%
870.101885	1	< 0.1%
833.4119814	1	< 0.1%
1139.901826	1	< 0.1%
978.6546049	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
255.8020074	1	< 0.1%
281.3284422	1	< 0.1%
293.7726585	1	< 0.1%
295.3970149	1	< 0.1%
309.7633099	1	< 0.1%
312.1254378	1	< 0.1%
313.385839	1	< 0.1%
313.4670819	1	< 0.1%
316.5528527	1	< 0.1%
318.454019	1	< 0.1%

Value	Count	Frequency (%)
89130.98172	1	< 0.1%
86576.03458	1	< 0.1%
83405.73163	1	< 0.1%
82322.78229	1	< 0.1%
81888.29084	1	< 0.1%
81516.20909	1	< 0.1%
77248.3853	1	< 0.1%
76615.22436	1	< 0.1%
75843.82457	1	< 0.1%
73438.32236	1	< 0.1%

skew_f
Real number (ℝ)

High correlation

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.9609009

Minimum	1.5953461
Maximum	41.029376
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	1.5953461
5-th percentile	3.4162267
Q1	4.8204896
median	6.2950367
Q3	8.2909269
95-th percentile	12.503769
Maximum	41.029376
Range	39.43403
Interquartile range (IQR)	3.4704373

Descriptive statistics

Standard deviation	3.2574342
Coefficient of variation (CV)	0.46796159
Kurtosis	12.95504
Mean	6.9609009
Median Absolute Deviation (MAD)	1.6682666
Skewness	2.5329229
Sum	208827.03
Variance	10.610878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.426230159	2	< 0.1%
7.532786182	2	< 0.1%
10.47506508	2	< 0.1%
18.1471987	1	< 0.1%
7.841282557	1	< 0.1%
12.94858819	1	< 0.1%
14.80246816	1	< 0.1%
6.473223617	1	< 0.1%
8.554192931	1	< 0.1%
6.824369115	1	< 0.1%
Other values (29987)	29987	> 99.9%

Value	Count	Frequency (%)
1.595346105	1	< 0.1%
1.601396881	1	< 0.1%
1.617322082	1	< 0.1%
1.69802933	1	< 0.1%
1.698425203	1	< 0.1%
1.722064119	1	< 0.1%
1.779341808	1	< 0.1%
1.780075203	1	< 0.1%
1.785604927	1	< 0.1%
1.812151294	1	< 0.1%

Value	Count	Frequency (%)
41.02937624	1	< 0.1%
40.94022117	1	< 0.1%
40.05400354	1	< 0.1%
38.34208491	1	< 0.1%
37.91574499	1	< 0.1%
37.49259708	1	< 0.1%
36.89097106	1	< 0.1%
36.74887213	1	< 0.1%
35.85927225	1	< 0.1%
35.78531811	1	< 0.1%

kurt_f
Real number (ℝ)

High correlation

Distinct	29999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.637439

Minimum	2.4569487
Maximum	2020.6388
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	2.4569487
5-th percentile	14.42954
Q1	29.838893
median	52.052573
Q3	91.061681
95-th percentile	208.06024
Maximum	2020.6388
Range	2018.1818
Interquartile range (IQR)	61.222788

Descriptive statistics

Standard deviation	100.05252
Coefficient of variation (CV)	1.2887149
Kurtosis	70.101185
Mean	77.637439
Median Absolute Deviation (MAD)	26.620216
Skewness	6.6618484
Sum	2329123.2
Variance	10010.508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
140.3142348	2	< 0.1%
417.8407791	1	< 0.1%
31.93383853	1	< 0.1%
213.6831128	1	< 0.1%
285.4796374	1	< 0.1%
100.0172279	1	< 0.1%
86.96687566	1	< 0.1%
53.8926738	1	< 0.1%
38.62635363	1	< 0.1%
28.78830245	1	< 0.1%
Other values (29989)	29989	> 99.9%

Value	Count	Frequency (%)
2.456948656	1	< 0.1%
2.657495194	1	< 0.1%
2.693928027	1	< 0.1%
2.709420623	1	< 0.1%
2.754920198	1	< 0.1%
2.793145731	1	< 0.1%
3.08691171	1	< 0.1%
3.362602403	1	< 0.1%
3.397049807	1	< 0.1%
3.410605479	1	< 0.1%

Value	Count	Frequency (%)
2020.638767	1	< 0.1%
1991.057161	1	< 0.1%
1874.657136	1	< 0.1%
1746.23488	1	< 0.1%
1620.902675	1	< 0.1%
1620.116519	1	< 0.1%
1606.239423	1	< 0.1%
1551.044036	1	< 0.1%
1544.551974	1	< 0.1%
1521.915614	1	< 0.1%

sfm_f
Real number (ℝ)

High correlation

Distinct	29999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3834771

Minimum	0.11537099
Maximum	0.93037705
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.11537099
5-th percentile	0.2246276
Q1	0.32146963
median	0.38855765
Q3	0.44856482
95-th percentile	0.5263234
Maximum	0.93037705
Range	0.81500606
Interquartile range (IQR)	0.12709519

Descriptive statistics

Standard deviation	0.090876235
Coefficient of variation (CV)	0.23697956
Kurtosis	-0.38935996
Mean	0.3834771
Median Absolute Deviation (MAD)	0.063261938
Skewness	-0.13054125
Sum	11504.313
Variance	0.00825849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3730001972	2	< 0.1%
0.3482981692	1	< 0.1%
0.3270806896	1	< 0.1%
0.3289521207	1	< 0.1%
0.3579505681	1	< 0.1%
0.3696400464	1	< 0.1%
0.3819490287	1	< 0.1%
0.3783798004	1	< 0.1%
0.336654881	1	< 0.1%
0.3716290183	1	< 0.1%
Other values (29989)	29989	> 99.9%

Value	Count	Frequency (%)
0.1153709901	1	< 0.1%
0.1162359954	1	< 0.1%
0.1209410225	1	< 0.1%
0.1220352447	1	< 0.1%
0.1244587851	1	< 0.1%
0.1267268365	1	< 0.1%
0.1285282706	1	< 0.1%
0.1293075562	1	< 0.1%
0.1320869101	1	< 0.1%
0.1327740686	1	< 0.1%

Value	Count	Frequency (%)
0.9303770466	1	< 0.1%
0.7067512185	1	< 0.1%
0.6770627684	1	< 0.1%
0.6670950251	1	< 0.1%
0.6632770733	1	< 0.1%
0.6608293769	1	< 0.1%
0.6601192931	1	< 0.1%
0.6529384244	1	< 0.1%
0.6481199872	1	< 0.1%
0.6470007371	1	< 0.1%

cent_f
Real number (ℝ)

High correlation

Distinct	29998
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1514.3817

Minimum	124.1756
Maximum	33502.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	124.1756
5-th percentile	406.8985
Q1	706.52664
median	1072.7797
Q3	1727.0399
95-th percentile	3685.0705
Maximum	33502.99
Range	33378.814
Interquartile range (IQR)	1020.5133

Descriptive statistics

Standard deviation	1700.5806
Coefficient of variation (CV)	1.1229538
Kurtosis	47.022808
Mean	1514.3817
Median Absolute Deviation (MAD)	448.13096
Skewness	5.6364168
Sum	45431450
Variance	2891974.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
978.8586818	2	< 0.1%
556.2263846	2	< 0.1%
488.6838189	1	< 0.1%
880.9881392	1	< 0.1%
470.2750902	1	< 0.1%
533.8080264	1	< 0.1%
1658.745339	1	< 0.1%
644.9446535	1	< 0.1%
1151.016004	1	< 0.1%
728.3673498	1	< 0.1%
Other values (29988)	29988	> 99.9%

Value	Count	Frequency (%)
124.1756025	1	< 0.1%
137.0118979	1	< 0.1%
144.6145672	1	< 0.1%
146.1461091	1	< 0.1%
151.0011877	1	< 0.1%
158.1405143	1	< 0.1%
158.5502545	1	< 0.1%
158.7782466	1	< 0.1%
159.0923713	1	< 0.1%
159.387185	1	< 0.1%

Value	Count	Frequency (%)
33502.98968	1	< 0.1%
27567.92718	1	< 0.1%
25643.16394	1	< 0.1%
24349.82435	1	< 0.1%
23773.90788	1	< 0.1%
23671.37042	1	< 0.1%
23257.68214	1	< 0.1%
23087.12065	1	< 0.1%
23083.27633	1	< 0.1%
22022.73363	1	< 0.1%

mean_t
Real number (ℝ)

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.34695621

Minimum	-14.068745
Maximum	10.12157
Zeros	0
Zeros (%)	0.0%
Negative	28326
Negative (%)	94.4%
Memory size	234.5 KiB

Quantile statistics

Minimum	-14.068745
5-th percentile	-0.70862744
Q1	-0.44680868
median	-0.33645345
Q3	-0.22906799
95-th percentile	0.017510734
Maximum	10.12157
Range	24.190315
Interquartile range (IQR)	0.2177407

Descriptive statistics

Standard deviation	0.43416883
Coefficient of variation (CV)	-1.2513649
Kurtosis	288.48018
Mean	-0.34695621
Median Absolute Deviation (MAD)	0.1087271
Skewness	-9.8370174
Sum	-10408.686
Variance	0.18850257
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4340207917	2	< 0.1%
-0.3655530919	2	< 0.1%
-0.3342661093	2	< 0.1%
-0.3722708582	1	< 0.1%
-0.4810895439	1	< 0.1%
-0.3645311605	1	< 0.1%
-0.3216605217	1	< 0.1%
-0.3817439931	1	< 0.1%
-0.3588544525	1	< 0.1%
-0.4633720939	1	< 0.1%
Other values (29987)	29987	> 99.9%

Value	Count	Frequency (%)
-14.06874506	1	< 0.1%
-13.58757398	1	< 0.1%
-12.8567683	1	< 0.1%
-11.44450806	1	< 0.1%
-11.36839664	1	< 0.1%
-10.87429943	1	< 0.1%
-10.77431285	1	< 0.1%
-10.73172851	1	< 0.1%
-10.60215788	1	< 0.1%
-10.4927974	1	< 0.1%

Value	Count	Frequency (%)
10.12156962	1	< 0.1%
8.579749536	1	< 0.1%
8.332431511	1	< 0.1%
4.972516263	1	< 0.1%
4.54230807	1	< 0.1%
4.158179507	1	< 0.1%
3.834010943	1	< 0.1%
3.717880985	1	< 0.1%
3.518740603	1	< 0.1%
3.454846702	1	< 0.1%

std_t
Real number (ℝ)

High correlation

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	107.64163

Minimum	12.477344
Maximum	1444.8893
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	12.477344
5-th percentile	38.061183
Q1	62.819
median	86.392314
Q3	122.59206
95-th percentile	214.69363
Maximum	1444.8893
Range	1432.412
Interquartile range (IQR)	59.773059

Descriptive statistics

Standard deviation	97.891624
Coefficient of variation (CV)	0.90942162
Kurtosis	43.259034
Mean	107.64163
Median Absolute Deviation (MAD)	27.732537
Skewness	5.6797735
Sum	3229248.8
Variance	9582.7701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.79731039	2	< 0.1%
89.59415491	2	< 0.1%
81.04853191	2	< 0.1%
69.38759388	1	< 0.1%
82.4627162	1	< 0.1%
65.90582943	1	< 0.1%
68.51521497	1	< 0.1%
75.84478989	1	< 0.1%
61.32853331	1	< 0.1%
106.8352433	1	< 0.1%
Other values (29987)	29987	> 99.9%

Value	Count	Frequency (%)
12.4773442	1	< 0.1%
12.85477751	1	< 0.1%
12.96045277	1	< 0.1%
14.3442945	1	< 0.1%
14.54332476	1	< 0.1%
14.66924213	1	< 0.1%
14.80830259	1	< 0.1%
14.86477943	1	< 0.1%
15.65120718	1	< 0.1%
15.79459073	1	< 0.1%

Value	Count	Frequency (%)
1444.8893	1	< 0.1%
1395.86754	1	< 0.1%
1379.788673	1	< 0.1%
1323.19021	1	< 0.1%
1295.536363	1	< 0.1%
1240.958681	1	< 0.1%
1206.260479	1	< 0.1%
1198.061859	1	< 0.1%
1172.083041	1	< 0.1%
1168.712114	1	< 0.1%

med_t
Real number (ℝ)

Skewed Zeros

Distinct	161
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0095228369

Minimum	-3.7866985
Maximum	23.915345
Zeros	29840
Zeros (%)	99.5%
Negative	65
Negative (%)	0.2%
Memory size	234.5 KiB

Quantile statistics

Minimum	-3.7866985
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	23.915345
Range	27.702044
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.33234269
Coefficient of variation (CV)	34.899547
Kurtosis	2467.9147
Mean	0.0095228369
Median Absolute Deviation (MAD)	0
Skewness	44.964165
Sum	285.68511
Variance	0.11045167
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29840	99.5%
-0.01927039213	1	< 0.1%
-1.111495614	1	< 0.1%
8.301440716	1	< 0.1%
6.69796133	1	< 0.1%
10.40360451	1	< 0.1%
6.384991646	1	< 0.1%
21.8538065	1	< 0.1%
11.10721016	1	< 0.1%
11.13917017	1	< 0.1%
Other values (151)	151	0.5%

Value	Count	Frequency (%)
-3.786698461	1	< 0.1%
-2.732920408	1	< 0.1%
-2.412988186	1	< 0.1%
-1.253883004	1	< 0.1%
-1.185788572	1	< 0.1%
-1.153874397	1	< 0.1%
-1.111495614	1	< 0.1%
-1.102542579	1	< 0.1%
-1.074054897	1	< 0.1%
-0.9107908607	1	< 0.1%

Value	Count	Frequency (%)
23.91534519	1	< 0.1%
21.8538065	1	< 0.1%
19.2845974	1	< 0.1%
16.19563866	1	< 0.1%
13.48679543	1	< 0.1%
12.50525475	1	< 0.1%
11.13917017	1	< 0.1%
11.10721016	1	< 0.1%
10.40360451	1	< 0.1%
9.49674654	1	< 0.1%

min_t
Real number (ℝ)

High correlation

Distinct	29973
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-676.00552

Minimum	-11308.996
Maximum	-75.798157
Zeros	0
Zeros (%)	0.0%
Negative	30000
Negative (%)	100.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	-11308.996
5-th percentile	-1304.8635
Q1	-752.41156
median	-524.52567
Q3	-368.23407
95-th percentile	-223.62631
Maximum	-75.798157
Range	11233.198
Interquartile range (IQR)	384.17749

Descriptive statistics

Standard deviation	756.34939
Coefficient of variation (CV)	-1.1188509
Kurtosis	52.625795
Mean	-676.00552
Median Absolute Deviation (MAD)	180.82089
Skewness	-6.5408372
Sum	-20280166
Variance	572064.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-652.0783691	2	< 0.1%
-495.4955139	2	< 0.1%
-747.2601318	2	< 0.1%
-619.2930298	2	< 0.1%
-301.0480347	2	< 0.1%
-565.9858398	2	< 0.1%
-374.4637451	2	< 0.1%
-1021.218872	2	< 0.1%
-810.0750122	2	< 0.1%
-580.2854004	2	< 0.1%
Other values (29963)	29980	99.9%

Value	Count	Frequency (%)
-11308.99609	1	< 0.1%
-11097.08301	1	< 0.1%
-10815.25488	1	< 0.1%
-10097.45215	1	< 0.1%
-9799.621094	1	< 0.1%
-9579.100586	1	< 0.1%
-9552.479492	1	< 0.1%
-9550.436523	1	< 0.1%
-9184.143555	1	< 0.1%
-9099.761719	1	< 0.1%

Value	Count	Frequency (%)
-75.79815674	1	< 0.1%
-83.63014984	1	< 0.1%
-86.64189911	1	< 0.1%
-89.35588837	1	< 0.1%
-94.21664429	1	< 0.1%
-96.35351562	1	< 0.1%
-97.89833069	1	< 0.1%
-98.37413025	1	< 0.1%
-100.6941681	1	< 0.1%
-102.4384689	1	< 0.1%

max_t
Real number (ℝ)

High correlation

Distinct	29976
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	674.50759

Minimum	57.908211
Maximum	9265.6113
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	57.908211
5-th percentile	228.78645
Q1	369.33602
median	542.21957
Q3	801.96893
95-th percentile	1406.8998
Maximum	9265.6113
Range	9207.7031
Interquartile range (IQR)	432.63291

Descriptive statistics

Standard deviation	570.44084
Coefficient of variation (CV)	0.84571449
Kurtosis	38.191805
Mean	674.50759
Median Absolute Deviation (MAD)	201.33887
Skewness	4.9376667
Sum	20235228
Variance	325402.76
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
903.6309204	2	< 0.1%
1055.89502	2	< 0.1%
532.708252	2	< 0.1%
649.9561157	2	< 0.1%
317.5476074	2	< 0.1%
612.6890869	2	< 0.1%
417.7709656	2	< 0.1%
305.3583374	2	< 0.1%
473.8607483	2	< 0.1%
777.0184326	2	< 0.1%
Other values (29966)	29980	99.9%

Value	Count	Frequency (%)
57.90821075	1	< 0.1%
95.0282135	1	< 0.1%
97.01172638	1	< 0.1%
98.80558777	1	< 0.1%
102.1078949	1	< 0.1%
104.7698441	1	< 0.1%
106.1481705	1	< 0.1%
106.9024277	1	< 0.1%
107.2708664	1	< 0.1%
108.193222	1	< 0.1%

Value	Count	Frequency (%)
9265.611328	1	< 0.1%
8700.050781	1	< 0.1%
8524.892578	1	< 0.1%
8048.273926	1	< 0.1%
7994.86084	1	< 0.1%
7766.933105	1	< 0.1%
7756.850098	1	< 0.1%
7727.17627	1	< 0.1%
7584.414551	1	< 0.1%
7525.144043	1	< 0.1%

q25_t
Real number (ℝ)

High correlation Zeros

Distinct	27154
Distinct (%)	90.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.7506089

Minimum	-504.91574
Maximum	0
Zeros	2841
Zeros (%)	9.5%
Negative	27159
Negative (%)	90.5%
Memory size	234.5 KiB

Quantile statistics

Minimum	-504.91574
5-th percentile	-24.25016
Q1	-10.418851
median	-6.2684945
Q3	-3.1207609
95-th percentile	0
Maximum	0
Range	504.91574
Interquartile range (IQR)	7.2980906

Descriptive statistics

Standard deviation	12.875654
Coefficient of variation (CV)	-1.4714009
Kurtosis	223.18985
Mean	-8.7506089
Median Absolute Deviation (MAD)	3.5516706
Skewness	-10.359222
Sum	-262518.27
Variance	165.78246
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2841	9.5%
-8.146911621	2	< 0.1%
-4.106034994	2	< 0.1%
-3.347262025	2	< 0.1%
-7.333468795	2	< 0.1%
-7.47361362	2	< 0.1%
-7.624782681	2	< 0.1%
-11.43637419	1	< 0.1%
-15.41177773	1	< 0.1%
-9.601372242	1	< 0.1%
Other values (27144)	27144	90.5%

Value	Count	Frequency (%)
-504.915741	1	< 0.1%
-426.0921555	1	< 0.1%
-414.3925858	1	< 0.1%
-343.9350815	1	< 0.1%
-300.1022873	1	< 0.1%
-268.2056808	1	< 0.1%
-238.7196045	1	< 0.1%
-232.3898506	1	< 0.1%
-223.6910515	1	< 0.1%
-212.0106583	1	< 0.1%

Value	Count	Frequency (%)
0	2841	9.5%
-0.000317249971	1	< 0.1%
-0.001307517639	1	< 0.1%
-0.002262780443	1	< 0.1%
-0.00279666204	1	< 0.1%
-0.00334293372	1	< 0.1%
-0.005207987968	1	< 0.1%
-0.005253703333	1	< 0.1%
-0.005432330829	1	< 0.1%
-0.006335591897	1	< 0.1%

q75_t
Real number (ℝ)

High correlation Zeros

Distinct	26968
Distinct (%)	89.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.425228

Minimum	0
Maximum	552.0918
Zeros	3027
Zeros (%)	10.1%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.8457727
median	6.3355573
Q3	11.918778
95-th percentile	31.529407
Maximum	552.0918
Range	552.0918
Interquartile range (IQR)	9.0730053

Descriptive statistics

Standard deviation	26.823322
Coefficient of variation (CV)	2.3477274
Kurtosis	120.47459
Mean	11.425228
Median Absolute Deviation (MAD)	4.1823837
Skewness	9.8021082
Sum	342756.84
Variance	719.49058
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3027	10.1%
11.49662876	2	< 0.1%
6.095187187	2	< 0.1%
1.454533339	2	< 0.1%
3.043717563	2	< 0.1%
6.965320468	2	< 0.1%
14.97012091	2	< 0.1%
3.035199344	1	< 0.1%
6.63307929	1	< 0.1%
16.31829739	1	< 0.1%
Other values (26958)	26958	89.9%

Value	Count	Frequency (%)
0	3027	10.1%
8.31754096 × 10^-6	1	< 0.1%
4.921603613 × 10^-5	1	< 0.1%
8.702017658 × 10^-5	1	< 0.1%
0.0006739521341	1	< 0.1%
0.001249475172	1	< 0.1%
0.001594484667	1	< 0.1%
0.003684631782	1	< 0.1%
0.004437626805	1	< 0.1%
0.004504975281	1	< 0.1%

Value	Count	Frequency (%)
552.0917969	1	< 0.1%
503.4529877	1	< 0.1%
496.6312485	1	< 0.1%
479.0096207	1	< 0.1%
466.2214813	1	< 0.1%
463.4179764	1	< 0.1%
462.9062119	1	< 0.1%
462.5821686	1	< 0.1%
449.5679855	1	< 0.1%
448.7889252	1	< 0.1%

skew_t
Real number (ℝ)

Unique

Distinct	30000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.17775744

Minimum	-21.404473
Maximum	2.9524334
Zeros	0
Zeros (%)	0.0%
Negative	17266
Negative (%)	57.6%
Memory size	234.5 KiB

Quantile statistics

Minimum	-21.404473
5-th percentile	-1.4169404
Q1	-0.63327356
median	-0.12477945
Q3	0.31651495
95-th percentile	0.92192347
Maximum	2.9524334
Range	24.356907
Interquartile range (IQR)	0.9497885

Descriptive statistics

Standard deviation	0.74243425
Coefficient of variation (CV)	-4.1766705
Kurtosis	23.096696
Mean	-0.17775744
Median Absolute Deviation (MAD)	0.4719524
Skewness	-1.1255232
Sum	-5332.7231
Variance	0.55120861
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.318297544	1	< 0.1%
-0.7637604954	1	< 0.1%
-0.4862290338	1	< 0.1%
-0.5748303914	1	< 0.1%
-0.7428132781	1	< 0.1%
-0.947501093	1	< 0.1%
-0.7675644669	1	< 0.1%
-0.8029476635	1	< 0.1%
-0.8881800539	1	< 0.1%
-0.5327695891	1	< 0.1%
Other values (29990)	29990	> 99.9%

Value	Count	Frequency (%)
-21.40447339	1	< 0.1%
-4.488701283	1	< 0.1%
-4.242743906	1	< 0.1%
-4.068900855	1	< 0.1%
-4.057584509	1	< 0.1%
-3.998593066	1	< 0.1%
-3.983217678	1	< 0.1%
-3.979604233	1	< 0.1%
-3.917965798	1	< 0.1%
-3.889959	1	< 0.1%

Value	Count	Frequency (%)
2.952433375	1	< 0.1%
2.877184406	1	< 0.1%
2.843127229	1	< 0.1%
2.803159392	1	< 0.1%
2.745693547	1	< 0.1%
2.738633155	1	< 0.1%
2.582448826	1	< 0.1%
2.579641957	1	< 0.1%
2.541228819	1	< 0.1%
2.522927901	1	< 0.1%

kurt_t
Real number (ℝ)

High correlation Skewed

Distinct	29999
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.0742

Minimum	-0.87794149
Maximum	975.23267
Zeros	0
Zeros (%)	0.0%
Negative	23
Negative (%)	0.1%
Memory size	234.5 KiB

Quantile statistics

Minimum	-0.87794149
5-th percentile	2.8394926
Q1	5.8158037
median	8.9133134
Q3	13.694875
95-th percentile	26.661415
Maximum	975.23267
Range	976.11061
Interquartile range (IQR)	7.8790715

Descriptive statistics

Standard deviation	9.7347625
Coefficient of variation (CV)	0.87904883
Kurtosis	3209.7236
Mean	11.0742
Median Absolute Deviation (MAD)	3.6558449
Skewness	33.541741
Sum	332226
Variance	94.7656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.495303314	2	< 0.1%
4.221817579	1	< 0.1%
7.844747869	1	< 0.1%
4.068647975	1	< 0.1%
4.575270824	1	< 0.1%
5.289416879	1	< 0.1%
3.065286729	1	< 0.1%
5.805088793	1	< 0.1%
9.923262824	1	< 0.1%
9.742844087	1	< 0.1%
Other values (29989)	29989	> 99.9%

Value	Count	Frequency (%)
-0.8779414941	1	< 0.1%
-0.822665913	1	< 0.1%
-0.7833806148	1	< 0.1%
-0.7568210594	1	< 0.1%
-0.6399854179	1	< 0.1%
-0.6203089625	1	< 0.1%
-0.5671916443	1	< 0.1%
-0.5360111923	1	< 0.1%
-0.5018510121	1	< 0.1%
-0.3931956062	1	< 0.1%

Value	Count	Frequency (%)
975.2326694	1	< 0.1%
92.64236413	1	< 0.1%
89.34165667	1	< 0.1%
85.09827701	1	< 0.1%
82.11235447	1	< 0.1%
78.05442165	1	< 0.1%
74.21292205	1	< 0.1%
71.74779224	1	< 0.1%
70.6057277	1	< 0.1%
70.56950694	1	< 0.1%

zeroxrate_t
Real number (ℝ)

Zeros

Distinct	337
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0072975586

Minimum	0
Maximum	0.31884766
Zeros	18326
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.005859375
95-th percentile	0.039550781
Maximum	0.31884766
Range	0.31884766
Interquartile range (IQR)	0.005859375

Descriptive statistics

Standard deviation	0.018267836
Coefficient of variation (CV)	2.5032804
Kurtosis	28.914064
Mean	0.0072975586
Median Absolute Deviation (MAD)	0
Skewness	4.5464901
Sum	218.92676
Variance	0.00033371382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18326	61.1%
0.00048828125	693	2.3%
0.0009765625	499	1.7%
0.00244140625	402	1.3%
0.00146484375	393	1.3%
0.001953125	390	1.3%
0.0029296875	364	1.2%
0.00341796875	329	1.1%
0.00390625	313	1.0%
0.00439453125	284	0.9%
Other values (327)	8007	26.7%

Value	Count	Frequency (%)
0	18326	61.1%
0.00048828125	693	2.3%
0.0009765625	499	1.7%
0.00146484375	393	1.3%
0.001953125	390	1.3%
0.00244140625	402	1.3%
0.0029296875	364	1.2%
0.00341796875	329	1.1%
0.00390625	313	1.0%
0.00439453125	284	0.9%

Value	Count	Frequency (%)
0.3188476562	1	< 0.1%
0.2670898438	1	< 0.1%
0.2416992188	1	< 0.1%
0.2368164062	1	< 0.1%
0.2353515625	1	< 0.1%
0.208984375	1	< 0.1%
0.2075195312	1	< 0.1%
0.2041015625	1	< 0.1%
0.2026367188	1	< 0.1%
0.1943359375	1	< 0.1%

entropy_t
Real number (ℝ)

High correlation

Distinct	29997
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.95156091

Minimum	0.054824435
Maximum	2.0567377
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	234.5 KiB

Quantile statistics

Minimum	0.054824435
5-th percentile	0.51217492
Q1	0.7767301
median	0.94649756
Q3	1.1229854
95-th percentile	1.3990517
Maximum	2.0567377
Range	2.0019133
Interquartile range (IQR)	0.34625533

Descriptive statistics

Standard deviation	0.26447678
Coefficient of variation (CV)	0.27793994
Kurtosis	0.016162517
Mean	0.95156091
Median Absolute Deviation (MAD)	0.17343449
Skewness	0.11136237
Sum	28546.827
Variance	0.069947966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.126208084	2	< 0.1%
0.968774242	2	< 0.1%
1.26514738	2	< 0.1%
1.448834978	1	< 0.1%
1.079718857	1	< 0.1%
1.428862014	1	< 0.1%
1.328533372	1	< 0.1%
0.9651227019	1	< 0.1%
1.402687409	1	< 0.1%
1.088572823	1	< 0.1%
Other values (29987)	29987	> 99.9%

Value	Count	Frequency (%)
0.05482443478	1	< 0.1%
0.1841074425	1	< 0.1%
0.2234874843	1	< 0.1%
0.2284804879	1	< 0.1%
0.2305010157	1	< 0.1%
0.2357853074	1	< 0.1%
0.2362990456	1	< 0.1%
0.2387447791	1	< 0.1%
0.2408129665	1	< 0.1%
0.2453677821	1	< 0.1%

Value	Count	Frequency (%)
2.056737726	1	< 0.1%
2.043435502	1	< 0.1%
2.018866901	1	< 0.1%
2.009987874	1	< 0.1%
1.997337551	1	< 0.1%
1.99708472	1	< 0.1%
1.994446989	1	< 0.1%
1.968029671	1	< 0.1%
1.966066863	1	< 0.1%
1.959322222	1	< 0.1%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	234.5 KiB

1	24000
0	6000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	30000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring characters

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	30000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	24000	80.0%
0	6000	20.0%

Interactions

Correlations

	cent_f	entropy_t	gender	kurt_f	kurt_t	max_f	max_t	mean_f	mean_t	med_f	med_t	min_f	min_t	q25_f	q25_t	q75_f	q75_t	sfm_f	skew_f	skew_t	std_f	std_t	zeroxrate_t
cent_f	1.000	-0.206	0.119	-0.351	0.191	0.410	0.794	0.911	-0.025	0.987	0.045	0.672	-0.801	0.973	-0.127	0.959	0.207	0.512	-0.372	-0.106	0.667	0.723	0.014
entropy_t	-0.206	1.000	0.225	0.421	-0.924	0.340	-0.330	-0.121	-0.076	-0.207	0.042	-0.123	0.304	-0.200	-0.494	-0.214	0.542	-0.312	0.421	-0.035	0.121	0.081	0.094
gender	0.119	0.225	1.000	0.088	0.000	0.052	0.163	0.140	0.029	0.113	0.010	0.082	0.077	0.107	0.034	0.103	0.049	0.081	0.162	0.127	0.082	0.086	0.047
kurt_f	-0.351	0.421	0.088	1.000	-0.455	0.464	-0.314	-0.369	-0.008	-0.306	0.008	-0.187	0.248	-0.285	-0.099	-0.382	0.136	-0.123	0.990	-0.146	-0.015	-0.075	0.034
kurt_t	0.191	-0.924	0.000	-0.455	1.000	-0.383	0.305	0.100	0.055	0.193	-0.030	0.120	-0.294	0.186	0.453	0.201	-0.490	0.321	-0.457	-0.000	-0.162	-0.119	-0.081
max_f	0.410	0.340	0.052	0.464	-0.383	1.000	0.527	0.551	-0.009	0.381	0.049	0.286	-0.577	0.378	-0.234	0.392	0.351	-0.179	0.445	-0.136	0.831	0.799	0.026
max_t	0.794	-0.330	0.163	-0.314	0.305	0.527	1.000	0.899	0.022	0.742	0.032	0.487	-0.910	0.714	-0.028	0.802	0.044	0.097	-0.323	0.119	0.810	0.844	-0.026
mean_f	0.911	-0.121	0.140	-0.369	0.100	0.551	0.899	1.000	-0.001	0.854	0.049	0.563	-0.893	0.820	-0.121	0.919	0.215	0.156	-0.389	-0.044	0.851	0.894	-0.004
mean_t	-0.025	-0.076	0.029	-0.008	0.055	-0.009	0.022	-0.001	1.000	-0.027	0.003	-0.030	-0.003	-0.036	0.317	-0.007	-0.136	-0.049	-0.009	0.040	0.005	0.004	-0.097
med_f	0.987	-0.207	0.113	-0.306	0.193	0.381	0.742	0.854	-0.027	1.000	0.042	0.667	-0.752	0.979	-0.128	0.936	0.198	0.589	-0.324	-0.113	0.609	0.665	0.019
med_t	0.045	0.042	0.010	0.008	-0.030	0.049	0.032	0.049	0.003	0.042	1.000	0.035	-0.040	0.040	-0.032	0.048	0.044	-0.002	0.004	-0.052	0.048	0.049	0.021
min_f	0.672	-0.123	0.082	-0.187	0.120	0.286	0.487	0.563	-0.030	0.667	0.035	1.000	-0.516	0.702	-0.119	0.587	0.167	0.453	-0.192	-0.123	0.431	0.464	0.030
min_t	-0.801	0.304	0.077	0.248	-0.294	-0.577	-0.910	-0.893	-0.003	-0.752	-0.040	-0.516	1.000	-0.733	-0.001	-0.790	-0.101	-0.106	0.253	0.185	-0.835	-0.862	0.024
q25_f	0.973	-0.200	0.107	-0.285	0.186	0.378	0.714	0.820	-0.036	0.979	0.040	0.702	-0.733	1.000	-0.140	0.881	0.200	0.627	-0.296	-0.124	0.598	0.650	0.026
q25_t	-0.127	-0.494	0.034	-0.099	0.453	-0.234	-0.028	-0.121	0.317	-0.128	-0.032	-0.119	-0.001	-0.140	1.000	-0.093	-0.795	-0.033	-0.094	-0.097	-0.173	-0.168	-0.189
q75_f	0.959	-0.214	0.103	-0.382	0.201	0.392	0.802	0.919	-0.007	0.936	0.048	0.587	-0.790	0.881	-0.093	1.000	0.191	0.412	-0.415	-0.085	0.650	0.710	0.002
q75_t	0.207	0.542	0.049	0.136	-0.490	0.351	0.044	0.215	-0.136	0.198	0.044	0.167	-0.101	0.200	-0.795	0.191	1.000	0.021	0.113	-0.236	0.254	0.251	0.171
sfm_f	0.512	-0.312	0.081	-0.123	0.321	-0.179	0.097	0.156	-0.049	0.589	-0.002	0.453	-0.106	0.627	-0.033	0.412	0.021	1.000	-0.137	-0.118	-0.144	-0.090	0.043
skew_f	-0.372	0.421	0.162	0.990	-0.457	0.445	-0.323	-0.389	-0.009	-0.324	0.004	-0.192	0.253	-0.296	-0.094	-0.415	0.113	-0.137	1.000	-0.135	-0.009	-0.074	0.036
skew_t	-0.106	-0.035	0.127	-0.146	-0.000	-0.136	0.119	-0.044	0.040	-0.113	-0.052	-0.123	0.185	-0.124	-0.097	-0.085	-0.236	-0.118	-0.135	1.000	-0.041	-0.037	-0.012
std_f	0.667	0.121	0.082	-0.015	-0.162	0.831	0.810	0.851	0.005	0.609	0.048	0.431	-0.835	0.598	-0.173	0.650	0.254	-0.144	-0.009	-0.041	1.000	0.995	0.004
std_t	0.723	0.081	0.086	-0.075	-0.119	0.799	0.844	0.894	0.004	0.665	0.049	0.464	-0.862	0.650	-0.168	0.710	0.251	-0.090	-0.074	-0.037	0.995	1.000	0.002
zeroxrate_t	0.014	0.094	0.047	0.034	-0.081	0.026	-0.026	-0.004	-0.097	0.019	0.021	0.030	0.024	0.026	-0.189	0.002	0.171	0.043	0.036	-0.012	0.004	0.002	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	mean_f	std_f	med_f	min_f	max_f	q25_f	q75_f	skew_f	kurt_f	sfm_f	cent_f	mean_t	std_t	min_t	max_t	q25_t	q75_t	skew_t	kurt_t	zeroxrate_t	entropy_t	gender
0	3041.959437	9058.606634	1070.169037	12.492363	121153.253033	566.871100	2085.625252	6.824369	53.892674	0.378380	1151.016004	-0.463372	106.835243	-611.921448	504.814545	-9.740880	16.508621	-0.808156	5.805089	0.008301	1.088573	1
1	2163.543115	5734.701287	596.709671	9.832146	65776.387324	344.544732	1231.820617	5.661060	38.626354	0.336655	728.367350	-0.436000	68.525722	-458.004272	332.516205	-8.708781	9.958366	-0.998679	9.923263	0.000000	1.009832	1
2	4193.991808	10617.182125	1382.131857	9.315275	101034.095387	743.224263	2940.189864	5.150153	28.788302	0.371629	1558.609058	-0.476593	127.628517	-899.037781	749.932556	-6.055781	8.897510	-0.668583	9.742844	0.000000	0.861018	1
3	4460.864485	8989.711119	1684.972631	24.859071	76855.056819	917.504554	3491.604584	4.223945	20.313935	0.431201	1923.527415	-0.392275	112.201263	-811.586670	802.379333	-4.307933	3.035199	-0.600736	11.597772	0.006348	0.972393	1
4	3357.699407	7187.899908	1046.382936	10.549659	59261.297222	573.780365	2273.327521	3.845084	15.603631	0.376948	1265.677917	-0.084698	88.698924	-581.351379	474.240509	-4.927755	6.633079	-0.773309	9.222338	0.000000	0.864491	1
5	2655.368611	6723.076603	815.926674	3.744631	75657.885661	468.099740	1392.367733	5.154181	31.591056	0.355980	945.257953	-0.707247	80.813628	-484.922119	350.578217	-13.910117	16.318297	-1.092061	7.454459	0.000488	1.119432	1
6	2570.170470	6435.473620	853.900527	9.131421	78141.382396	446.762450	1609.767814	5.229532	32.818643	0.368226	946.404029	-0.169708	77.476502	-485.856659	390.158875	-5.082512	7.876925	-1.046965	7.066920	0.000000	0.970696	1
7	3744.612458	7742.197251	1929.720625	3.677163	104262.438829	1084.536913	3573.375842	7.077403	61.009353	0.540421	2023.667680	-0.470722	96.152202	-806.730774	721.921509	-9.545673	9.712329	-0.729166	12.812202	0.000000	0.756988	1
8	4290.941260	8890.286758	1492.745751	4.616291	80375.777136	731.039203	3020.537106	4.072839	19.829898	0.390312	1674.807568	-0.444298	110.367452	-746.072083	732.794006	-8.752367	7.922835	-0.605822	11.486332	0.000000	1.016894	1
9	2383.795192	6819.289971	767.959215	3.957245	85057.405312	426.033067	1433.946417	6.357361	48.146455	0.364328	868.483041	-0.170078	80.765837	-473.453491	396.798157	-5.589194	12.146456	-0.786546	7.161939	0.000000	1.006596	1

	mean_f	std_f	med_f	min_f	max_f	q25_f	q75_f	skew_f	kurt_f	sfm_f	cent_f	mean_t	std_t	min_t	max_t	q25_t	q75_t	skew_t	kurt_t	zeroxrate_t	entropy_t
29990	1381.050726	4981.705341	410.372271	6.518464	132447.974313	190.199322	891.268314	13.878349	274.162370	0.326974	451.567174	-0.419708	57.796280	-297.760345	171.424133	-9.456711	15.824406	-0.995962	3.830640	0.013184	1.401380
29991	1649.412613	6157.325730	516.521280	1.729172	98216.870292	269.429596	990.404780	9.076068	96.013754	0.338457	558.254491	-0.400636	71.267049	-325.103363	235.142914	-14.013133	8.888241	-0.432994	2.891899	0.000000	1.398940
29992	1484.576192	6678.541615	415.534581	5.581831	114854.042887	200.963765	805.935176	10.810589	135.262492	0.299902	445.227621	-0.249951	76.490510	-324.512726	240.460068	-17.054168	12.282324	-0.543324	2.631598	0.000000	1.462354
29993	1402.190791	4437.695929	520.051428	3.037094	84386.680149	273.748545	1031.267631	9.608793	119.386372	0.400076	560.983379	-0.338881	52.031680	-244.003098	168.874802	-8.745571	17.349221	-0.888352	3.069011	0.002930	1.546653
29994	1479.909870	5321.540968	487.036987	8.032631	118942.878844	228.614355	958.778454	11.982476	187.733582	0.348630	515.940894	-0.371835	61.753366	-315.308228	179.909164	-7.967642	11.604766	-0.829311	3.458282	0.003906	1.379559
29995	1594.601330	5710.925368	511.291436	12.778308	117590.792349	279.414646	946.428180	10.522550	147.262657	0.352923	562.771140	-0.378720	66.291284	-350.774323	201.798431	-6.646212	13.902282	-1.094422	3.926973	0.000000	1.326367
29996	1956.096829	7772.586583	502.859389	0.992857	126094.082707	252.499022	1036.220403	9.083404	96.238116	0.285666	558.790611	-0.423444	89.608860	-457.787476	279.906311	-12.602328	10.142841	-0.667630	3.548508	0.000000	1.357749
29997	1639.689475	6815.066756	426.684303	8.451921	92217.987294	224.128119	801.014270	8.165092	73.908467	0.283686	465.156861	-0.428148	78.367922	-335.951904	298.798828	-16.862958	14.062302	-0.384989	2.284285	0.011719	1.452922
29998	1625.765701	7819.909393	458.340807	6.589556	162633.766280	246.809322	880.438729	12.408441	184.765401	0.310240	504.376863	-0.468398	89.297496	-397.067352	280.602203	-12.104198	10.137211	-0.609362	3.128871	0.000000	1.432522
29999	1688.562099	5219.128302	603.513583	0.357342	81153.857465	302.820575	1315.526676	8.554193	86.966876	0.381949	644.944654	-0.358854	61.328533	-305.375000	187.491531	-7.051934	14.687626	-0.830582	3.065287	0.027344	1.402687

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample